Alexandre M. Guerra

According to our database, Alexandre M. Guerra authored at least 6 papers between 2017 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Whole-genome sequencing and gene sharing network analysis powered by machine learning identifies antibiotic resistance sharing between animals, humans and environment in livestock farming.

Zixin Peng, Alexandre Maciel-Guerra, Michelle Baker, Xibin Zhang, Yue Hu, Wei Wang, Jia Rong, Jing Zhang, Ning Xue, Paul Barrow, David Renney, Dov J. Stekel, Paul Williams, Longhai Liu, Junshi Chen, Fengqin Li, Tania Dottorini

PLoS Comput. Biol., 2022

2021

Mass spectrometry and machine learning for the accurate diagnosis of benzylpenicillin and multidrug resistance of Staphylococcus aureus in bovine mastitis.

Necati Esener, Alexandre Maciel-Guerra, Katharina Giebel, Daniel Lea, Martin J. Green, Andrew J. Bradley, Tania Dottorini

PLoS Comput. Biol., 2021

2020

Dynamic Selection of Classifiers Applied to High-Dimensional Small-Instance Data Sets: Problems and Challenges.

Alexandre Maciel-Guerra, Grazziela P. Figueredo, Jamie Twycross

Proceedings of the Machine Learning, Optimization, and Data Science, 2020

Subspace-Based Dynamic Selection: A Proof of Concept Using Protein Microarray Data.

Alexandre Maciel-Guerra, Grazziela P. Figueredo, Eliane Marti, Marcos J. C. Alcocer, Jamie Twycross

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

2019

Microarray Feature Selection and Dynamic Selection of Classifiers for Early Detection of Insect Bite Hypersensitivity in Horses.

Alexandre Maciel-Guerra, Grazziela P. Figueredo, Fernando J. Von Zuben, Eliane Marti, Jamie Twycross, Marcos J. C. Alcocer

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

2017

An Immune-Inspired Technique to Identify Heavy Goods Vehicles Incident Hot Spots.

Grazziela P. Figueredo, Isaac Triguero, Mohammad Mesgarpour, Alexandre M. Guerra, Jonathan M. Garibaldi, Robert I. John

IEEE Trans. Emerg. Top. Comput. Intell., 2017